This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds.
To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.
OpenBenchmarking.org metrics for this test profile configuration based on 8,236 public results since 18 February 2018 with the latest data as of 25 April 2024.
Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.
Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) has an average run-time of 3 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.
Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.
No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.
This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.
4 Systems - 242 Benchmark Results |
Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 22.04 - 6.5.0-28-generic - GNOME Shell 42.9 |
1 System - 1 Benchmark Result |
Intel Core i7-6700T - LENOVO 310C - Intel Xeon E3-1200 v5 Debian 12 - 6.1.0-20-amd64 - GCC 12.2.0 |
2 Systems - 256 Benchmark Results |
Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 22.04 - 6.5.0-28-generic - GNOME Shell 42.9 |
Featured Kernel Comparison |
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2 Systems - 147 Benchmark Results |
Intel Core i7-1260P - Dell 0MTH72 - Intel Alder Lake PCH Ubuntu 24.04 - 6.8.0-22-generic - GCC 13.2.0 |
1 System - 15 Benchmark Results |
AMD PRO A6-8570E R5 6 COMPUTE CORES 2C+4G - LENOVO 30FD - 1 x 4096 MB 2400MHz Samsung M471A5244CB0-CRC Microsoft Windows 10 Pro Build 19045 - 10.0.19045.4291 - 27.20.1034.6 |
1 System - 1 Benchmark Result |
Intel Core i7-14700K - Gigabyte Z790M AORUS ELITE - Intel Raptor Lake-S PCH Fedora 40 - 6.8.6-300.fc40.x86_64 - KDE Plasma 6.0.3 |
1 System - 1 Benchmark Result |
Intel Core i7-14700K - Gigabyte Z790M AORUS ELITE - Intel Raptor Lake-S PCH Fedora 40 - 6.8.0-0.rc6.49.fc40.x86_64 - KDE Plasma 6.0.2 |
1 System - 1 Benchmark Result |
Intel Pentium T4300 - TOSHIBA KSWAA v1.00 - Intel Mobile 4 MCH + ICH9M Debian 12 - 6.1.0-13-amd64 - GNOME Shell 43.6 |
1 System - 46 Benchmark Results |
Snapdragon Compute - Microsoft Windows Dev Kit 2023 - 1 x 32768 MB 2092MHz Hynix H9HCNNNFAMMLXR- Microsoft Windows Server 2025 Standard Build 26085 - 10.0.26085.1 - 10.0.26085.1 |
1 System - 9 Benchmark Results |
Intel Core i5-4590 - MSI Z97-G43 - Intel 4th Gen Core DRAM Arch Linux - 6.7.0.6.realtime1-1-rt - X Server 1.21.1.12 |
1 System - 46 Benchmark Results |
Snapdragon Compute - Microsoft Windows Dev Kit 2023 - 1 x 32768 MB 2092MHz Hynix H9HCNNNFAMMLXR- Microsoft Windows Server 2025 Standard Build 26085 - 10.0.26085.1 - 10.0.26085.1 |
1 System - 46 Benchmark Results |
Snapdragon Compute - Microsoft Windows Dev Kit 2023 - 1 x 32768 MB 2092MHz Hynix H9HCNNNFAMMLXR- Microsoft Windows Server 2025 Standard Build 26085 - 10.0.26085.1 - 10.0.26085.1 |
1 System - 46 Benchmark Results |
Ampere Altra Max - HPE ProLiant RL300 Gen11 - 16 x 32768 MB 3200MHz Samsung M393A4K40EB3-CWE Microsoft Windows Server 2025 Standard Build 26085 - 10.0.26085.1 - 10.0.26085.1 |
1 System - 1 Benchmark Result |
Intel Core i5-3470 - Gigabyte H61M-S1 REV 3.0 - Intel Xeon E3-1200 v2 Debian 12 - 6.1.0-16-rt-amd64 - KDE Plasma 5.27.5 |
3 Systems - 14 Benchmark Results |
AMD Ryzen 9 5900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1 |
16 Systems - 119 Benchmark Results |
Intel Xeon Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers Ubuntu 19.10 - 5.3.0-64-generic - GNOME Shell 3.34.1 |
4 Systems - 55 Benchmark Results |
AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Device 15d0 Ubuntu 18.04 - 5.3.0-28-generic - GNOME Shell 3.28.4 |
2 Systems - 535 Benchmark Results |
AMD Ryzen 5 4500U - LENOVO LNVNB161216 - AMD Renoir Root Complex Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.4 |
2 Systems - 29 Benchmark Results |
AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1 |
2 Systems - 29 Benchmark Results |
AMD Ryzen 5 3600 6-Core - ASUS PRIME X570-P - AMD Starship ManjaroLinux 18.1.1 - 5.4.0-1-MANJARO - GNOME Shell 3.34.1 |
7 Systems - 28 Benchmark Results |
ARMv7 rev 3 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB Raspbian 10 - 4.19.50-v7l+ - LXDE 0.10.0 |
4 Systems - 14 Benchmark Results |
AMD Ryzen 9 5950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 22.04 - 5.18.0-051800-generic - GNOME Shell 42.0 |
20 Systems - 43 Benchmark Results |
ARMv7 rev 1 - Rockchip - 2048MB Debian 9.0 - 4.4.16-00006-g4431f98-dirty - LXDE |
11 Systems - 217 Benchmark Results |
AMD Ryzen 5 2600X Six-Core - ASUS ROG CROSSHAIR VIII HERO - AMD 17h Ubuntu 20.04 - 5.9.0-050900-generic - GNOME Shell 3.36.4 |
14 Systems - 36 Benchmark Results |
AMD EPYC 7571 - Amazon EC2 m5a.4xlarge - Intel 440FX 82441FX PMC Ubuntu 18.04 - 4.15.0-1021-aws - GCC 7.3.0 |
1 System - 1004 Benchmark Results |
SiFive RISC-V - FriendlyElec NanoPC-T4 - Rockchip RK3399 Ubuntu 18.04 - 4.4.138 - LXDE 0.9.3 |
12 Systems - 593 Benchmark Results |
Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2 |
Featured Processor Comparison |
AMD Ryzen 9 3950X 16-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship Ubuntu 20.04 - 5.7.0-999-generic - GNOME Shell 3.36.1 |
2 Systems - 601 Benchmark Results |
2 x Intel Xeon E5-2690 v4 - Intel S2600WTT v.......... - Intel Xeon E7 v4 Debian 9.4 - 4.9.0-6-amd64 - GCC 6.3.0 20170516 + Clang 3.8.1-24 |